Police say there were no apparent signs of trauma. The autopsy conducted Wednesday was inconclusive.
It could take weeks for toxicology tests to show what caused his death.
The 23-year-old was last seen leaving a bar at the Hard Rock Hotel in San Diego early Saturday morning.
His family reported him missing after he failed to show up for a work event later that day.
